Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 90615 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 1 |
Diameter is highly overall correlated with Height and 6 other fields | High correlation |
Height is highly overall correlated with Diameter and 6 other fields | High correlation |
Length is highly overall correlated with Diameter and 6 other fields | High correlation |
Rings is highly overall correlated with Diameter and 6 other fields | High correlation |
Shell weight is highly overall correlated with Diameter and 6 other fields | High correlation |
Whole weight is highly overall correlated with Diameter and 6 other fields | High correlation |
Whole weight.1 is highly overall correlated with Diameter and 6 other fields | High correlation |
Whole weight.2 is highly overall correlated with Diameter and 6 other fields | High correlation |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Reproduction
| Analysis started | 2025-05-18 18:13:33.496160 |
|---|---|
| Analysis finished | 2025-05-18 18:13:39.088853 |
| Duration | 5.59 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 90615 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45307 |
| Minimum | 0 |
|---|---|
| Maximum | 90614 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4530.7 |
| Q1 | 22653.5 |
| median | 45307 |
| Q3 | 67960.5 |
| 95-th percentile | 86083.3 |
| Maximum | 90614 |
| Range | 90614 |
| Interquartile range (IQR) | 45307 |
Descriptive statistics
| Standard deviation | 26158.442 |
|---|---|
| Coefficient of variation (CV) | 0.57735983 |
| Kurtosis | -1.2 |
| Mean | 45307 |
| Median Absolute Deviation (MAD) | 22654 |
| Skewness | 0 |
| Sum | 4.1054938 × 109 |
| Variance | 6.8426407 × 108 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 90614 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 90598 | 1 | < 0.1% |
| 90597 | 1 | < 0.1% |
| 90596 | 1 | < 0.1% |
| Other values (90605) | 90605 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 90614 | 1 | |
| 90613 | 1 | |
| 90612 | 1 | |
| 90611 | 1 | |
| 90610 | 1 | |
| 90609 | 1 | |
| 90608 | 1 | |
| 90607 | 1 | |
| 90606 | 1 | |
| 90605 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | I |
| 4th row | M |
| 5th row | I |
Common Values
| Value | Count | Frequency (%) |
| I | 33093 | |
| M | 31027 | |
| F | 26495 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| i | 33093 | |
| m | 31027 | |
| f | 26495 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 33093 | |
| M | 31027 | |
| F | 26495 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 90615 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 33093 | |
| M | 31027 | |
| F | 26495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 90615 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 33093 | |
| M | 31027 | |
| F | 26495 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 33093 | |
| M | 31027 | |
| F | 26495 |
Length
Real number (ℝ)
High correlation 
| Distinct | 157 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51709842 |
| Minimum | 0.075 |
|---|---|
| Maximum | 0.815 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.075 |
|---|---|
| 5-th percentile | 0.28 |
| Q1 | 0.445 |
| median | 0.545 |
| Q3 | 0.6 |
| 95-th percentile | 0.68 |
| Maximum | 0.815 |
| Range | 0.74 |
| Interquartile range (IQR) | 0.155 |
Descriptive statistics
| Standard deviation | 0.11821671 |
|---|---|
| Coefficient of variation (CV) | 0.22861549 |
| Kurtosis | 0.1333638 |
| Mean | 0.51709842 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | -0.73201519 |
| Sum | 46856.874 |
| Variance | 0.01397519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.575 | 3267 | 3.6% |
| 0.58 | 2670 | 2.9% |
| 0.57 | 2167 | 2.4% |
| 0.55 | 2122 | 2.3% |
| 0.595 | 1992 | 2.2% |
| 0.525 | 1985 | 2.2% |
| 0.6 | 1961 | 2.2% |
| 0.585 | 1911 | 2.1% |
| 0.53 | 1908 | 2.1% |
| 0.565 | 1906 | 2.1% |
| Other values (147) | 68726 |
| Value | Count | Frequency (%) |
| 0.075 | 4 | < 0.1% |
| 0.09 | 3 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.105 | 1 | < 0.1% |
| 0.11 | 11 | |
| 0.115 | 1 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.125 | 2 | < 0.1% |
| 0.13 | 24 | |
| 0.135 | 16 |
| Value | Count | Frequency (%) |
| 0.815 | 3 | < 0.1% |
| 0.8 | 5 | < 0.1% |
| 0.78 | 12 | < 0.1% |
| 0.775 | 13 | < 0.1% |
| 0.77 | 12 | < 0.1% |
| 0.765 | 17 | < 0.1% |
| 0.76 | 14 | < 0.1% |
| 0.755 | 23 | < 0.1% |
| 0.75 | 81 | |
| 0.747 | 1 | < 0.1% |
Diameter
Real number (ℝ)
High correlation 
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.40167916 |
| Minimum | 0.055 |
|---|---|
| Maximum | 0.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.055 |
|---|---|
| 5-th percentile | 0.21 |
| Q1 | 0.345 |
| median | 0.425 |
| Q3 | 0.47 |
| 95-th percentile | 0.535 |
| Maximum | 0.65 |
| Range | 0.595 |
| Interquartile range (IQR) | 0.125 |
Descriptive statistics
| Standard deviation | 0.098026319 |
|---|---|
| Coefficient of variation (CV) | 0.24404134 |
| Kurtosis | 0.00064626408 |
| Mean | 0.40167916 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | -0.69523597 |
| Sum | 36398.157 |
| Variance | 0.0096091593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.45 | 4182 | 4.6% |
| 0.475 | 3307 | 3.6% |
| 0.455 | 2715 | 3.0% |
| 0.4 | 2667 | 2.9% |
| 0.47 | 2441 | 2.7% |
| 0.465 | 2272 | 2.5% |
| 0.46 | 2259 | 2.5% |
| 0.425 | 2227 | 2.5% |
| 0.44 | 2182 | 2.4% |
| 0.435 | 2131 | 2.4% |
| Other values (116) | 64232 |
| Value | Count | Frequency (%) |
| 0.055 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.065 | 1 | < 0.1% |
| 0.075 | 1 | < 0.1% |
| 0.085 | 2 | < 0.1% |
| 0.09 | 12 | < 0.1% |
| 0.095 | 4 | < 0.1% |
| 0.1 | 20 | < 0.1% |
| 0.103 | 1 | < 0.1% |
| 0.105 | 73 |
| Value | Count | Frequency (%) |
| 0.65 | 1 | < 0.1% |
| 0.635 | 2 | < 0.1% |
| 0.63 | 16 | < 0.1% |
| 0.625 | 8 | < 0.1% |
| 0.62 | 6 | < 0.1% |
| 0.615 | 5 | < 0.1% |
| 0.6115 | 1 | < 0.1% |
| 0.61 | 6 | < 0.1% |
| 0.605 | 11 | < 0.1% |
| 0.6 | 43 |
Height
Real number (ℝ)
High correlation 
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.13546406 |
| Minimum | 0 |
|---|---|
| Maximum | 1.13 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.07 |
| Q1 | 0.11 |
| median | 0.14 |
| Q3 | 0.16 |
| 95-th percentile | 0.195 |
| Maximum | 1.13 |
| Range | 1.13 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.038007562 |
|---|---|
| Coefficient of variation (CV) | 0.28057304 |
| Kurtosis | 13.454051 |
| Mean | 0.13546406 |
| Median Absolute Deviation (MAD) | 0.025 |
| Skewness | 0.30997506 |
| Sum | 12275.075 |
| Variance | 0.0014445748 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.15 | 5742 | 6.3% |
| 0.14 | 5415 | 6.0% |
| 0.155 | 5230 | 5.8% |
| 0.145 | 5048 | 5.6% |
| 0.135 | 4980 | 5.5% |
| 0.125 | 4478 | 4.9% |
| 0.175 | 4174 | 4.6% |
| 0.16 | 3946 | 4.4% |
| 0.165 | 3772 | 4.2% |
| 0.13 | 3603 | 4.0% |
| Other values (80) | 44227 |
| Value | Count | Frequency (%) |
| 0 | 6 | < 0.1% |
| 0.004 | 1 | < 0.1% |
| 0.005 | 3 | < 0.1% |
| 0.009 | 1 | < 0.1% |
| 0.01 | 4 | < 0.1% |
| 0.015 | 16 | < 0.1% |
| 0.019 | 1 | < 0.1% |
| 0.02 | 29 | < 0.1% |
| 0.025 | 100 | |
| 0.03 | 129 |
| Value | Count | Frequency (%) |
| 1.13 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 0.515 | 1 | < 0.1% |
| 0.5 | 4 | < 0.1% |
| 0.35 | 1 | < 0.1% |
| 0.3 | 1 | < 0.1% |
| 0.265 | 2 | < 0.1% |
| 0.26 | 2 | < 0.1% |
| 0.255 | 2 | < 0.1% |
| 0.25 | 15 |
Whole weight
Real number (ℝ)
High correlation 
| Distinct | 3175 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.78903495 |
| Minimum | 0.002 |
|---|---|
| Maximum | 2.8255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.002 |
|---|---|
| 5-th percentile | 0.1075 |
| Q1 | 0.419 |
| median | 0.7995 |
| Q3 | 1.0675 |
| 95-th percentile | 1.6185 |
| Maximum | 2.8255 |
| Range | 2.8235 |
| Interquartile range (IQR) | 0.6485 |
Descriptive statistics
| Standard deviation | 0.4576707 |
|---|---|
| Coefficient of variation (CV) | 0.58003856 |
| Kurtosis | -0.18513558 |
| Mean | 0.78903495 |
| Median Absolute Deviation (MAD) | 0.322 |
| Skewness | 0.42931626 |
| Sum | 71498.402 |
| Variance | 0.20946247 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5805 | 485 | 0.5% |
| 0.7665 | 477 | 0.5% |
| 0.974 | 361 | 0.4% |
| 0.2225 | 347 | 0.4% |
| 0.8295 | 325 | 0.4% |
| 0.874 | 318 | 0.4% |
| 0.6355 | 318 | 0.4% |
| 1.4385 | 310 | 0.3% |
| 0.879 | 306 | 0.3% |
| 1.1345 | 301 | 0.3% |
| Other values (3165) | 87067 |
| Value | Count | Frequency (%) |
| 0.002 | 2 | < 0.1% |
| 0.005 | 2 | < 0.1% |
| 0.0055 | 2 | < 0.1% |
| 0.0065 | 1 | < 0.1% |
| 0.008 | 6 | < 0.1% |
| 0.0095 | 1 | < 0.1% |
| 0.0105 | 34 | |
| 0.011 | 4 | < 0.1% |
| 0.0115 | 2 | < 0.1% |
| 0.012 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.8255 | 3 | < 0.1% |
| 2.7885 | 1 | < 0.1% |
| 2.7795 | 4 | < 0.1% |
| 2.719 | 1 | < 0.1% |
| 2.657 | 3 | < 0.1% |
| 2.6195 | 1 | < 0.1% |
| 2.555 | 2 | < 0.1% |
| 2.55 | 3 | < 0.1% |
| 2.548 | 4 | < 0.1% |
| 2.526 | 11 |
Whole weight.1
Real number (ℝ)
High correlation 
| Distinct | 1799 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.34077811 |
| Minimum | 0.001 |
|---|---|
| Maximum | 1.488 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.001 |
|---|---|
| 5-th percentile | 0.043 |
| Q1 | 0.1775 |
| median | 0.33 |
| Q3 | 0.463 |
| 95-th percentile | 0.7105 |
| Maximum | 1.488 |
| Range | 1.487 |
| Interquartile range (IQR) | 0.2855 |
Descriptive statistics
| Standard deviation | 0.20442848 |
|---|---|
| Coefficient of variation (CV) | 0.59988736 |
| Kurtosis | 0.28401194 |
| Mean | 0.34077811 |
| Median Absolute Deviation (MAD) | 0.1435 |
| Skewness | 0.59197329 |
| Sum | 30879.608 |
| Variance | 0.041791003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.096 | 403 | 0.4% |
| 0.3485 | 390 | 0.4% |
| 0.2945 | 366 | 0.4% |
| 0.3155 | 365 | 0.4% |
| 0.4935 | 364 | 0.4% |
| 0.3285 | 358 | 0.4% |
| 0.3345 | 345 | 0.4% |
| 0.4035 | 345 | 0.4% |
| 0.5265 | 344 | 0.4% |
| 0.3695 | 343 | 0.4% |
| Other values (1789) | 86992 |
| Value | Count | Frequency (%) |
| 0.001 | 2 | < 0.1% |
| 0.0015 | 1 | < 0.1% |
| 0.002 | 2 | < 0.1% |
| 0.0025 | 9 | < 0.1% |
| 0.003 | 2 | < 0.1% |
| 0.0035 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| 0.0045 | 29 | |
| 0.005 | 44 | |
| 0.0055 | 31 |
| Value | Count | Frequency (%) |
| 1.488 | 2 | < 0.1% |
| 1.351 | 4 | < 0.1% |
| 1.3485 | 1 | < 0.1% |
| 1.2695 | 1 | < 0.1% |
| 1.2655 | 1 | < 0.1% |
| 1.254 | 1 | < 0.1% |
| 1.253 | 12 | |
| 1.2495 | 1 | < 0.1% |
| 1.2455 | 3 | < 0.1% |
| 1.2435 | 1 | < 0.1% |
Whole weight.2
Real number (ℝ)
High correlation 
| Distinct | 979 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.16942184 |
| Minimum | 0.0005 |
|---|---|
| Maximum | 0.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.0005 |
|---|---|
| 5-th percentile | 0.023 |
| Q1 | 0.0865 |
| median | 0.166 |
| Q3 | 0.2325 |
| 95-th percentile | 0.3555 |
| Maximum | 0.76 |
| Range | 0.7595 |
| Interquartile range (IQR) | 0.146 |
Descriptive statistics
| Standard deviation | 0.10090889 |
|---|---|
| Coefficient of variation (CV) | 0.59560731 |
| Kurtosis | -0.20372097 |
| Mean | 0.16942184 |
| Median Absolute Deviation (MAD) | 0.0735 |
| Skewness | 0.47673334 |
| Sum | 15352.16 |
| Variance | 0.010182604 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1715 | 799 | 0.9% |
| 0.1725 | 689 | 0.8% |
| 0.2195 | 611 | 0.7% |
| 0.1625 | 525 | 0.6% |
| 0.2145 | 501 | 0.6% |
| 0.1815 | 500 | 0.6% |
| 0.0265 | 494 | 0.5% |
| 0.1825 | 480 | 0.5% |
| 0.1405 | 474 | 0.5% |
| 0.1905 | 470 | 0.5% |
| Other values (969) | 85072 |
| Value | Count | Frequency (%) |
| 0.0005 | 17 | < 0.1% |
| 0.001 | 3 | < 0.1% |
| 0.0015 | 3 | < 0.1% |
| 0.002 | 7 | < 0.1% |
| 0.0025 | 53 | 0.1% |
| 0.003 | 37 | < 0.1% |
| 0.0035 | 83 | |
| 0.004 | 5 | < 0.1% |
| 0.0045 | 106 | |
| 0.005 | 169 |
| Value | Count | Frequency (%) |
| 0.76 | 1 | < 0.1% |
| 0.59 | 10 | |
| 0.584 | 1 | < 0.1% |
| 0.577 | 1 | < 0.1% |
| 0.575 | 1 | < 0.1% |
| 0.5675 | 1 | < 0.1% |
| 0.5655 | 1 | < 0.1% |
| 0.564 | 6 | |
| 0.56 | 2 | < 0.1% |
| 0.5565 | 1 | < 0.1% |
Shell weight
Real number (ℝ)
High correlation 
| Distinct | 1129 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22589784 |
| Minimum | 0.0015 |
|---|---|
| Maximum | 1.005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 0.0015 |
|---|---|
| 5-th percentile | 0.031 |
| Q1 | 0.12 |
| median | 0.225 |
| Q3 | 0.305 |
| 95-th percentile | 0.46 |
| Maximum | 1.005 |
| Range | 1.0035 |
| Interquartile range (IQR) | 0.185 |
Descriptive statistics
| Standard deviation | 0.13020334 |
|---|---|
| Coefficient of variation (CV) | 0.5763815 |
| Kurtosis | 0.096048966 |
| Mean | 0.22589784 |
| Median Absolute Deviation (MAD) | 0.0905 |
| Skewness | 0.47909249 |
| Sum | 20469.733 |
| Variance | 0.016952909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.24 | 1628 | 1.8% |
| 0.22 | 1269 | 1.4% |
| 0.25 | 1259 | 1.4% |
| 0.275 | 1211 | 1.3% |
| 0.265 | 1200 | 1.3% |
| 0.295 | 1131 | 1.2% |
| 0.27 | 1130 | 1.2% |
| 0.17 | 1094 | 1.2% |
| 0.26 | 1049 | 1.2% |
| 0.285 | 1008 | 1.1% |
| Other values (1119) | 78636 |
| Value | Count | Frequency (%) |
| 0.0015 | 4 | < 0.1% |
| 0.0018 | 1 | < 0.1% |
| 0.002 | 1 | < 0.1% |
| 0.0025 | 8 | < 0.1% |
| 0.003 | 14 | < 0.1% |
| 0.0035 | 22 | < 0.1% |
| 0.004 | 20 | < 0.1% |
| 0.0045 | 4 | < 0.1% |
| 0.005 | 299 | |
| 0.0055 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.005 | 1 | < 0.1% |
| 0.897 | 2 | < 0.1% |
| 0.89 | 1 | < 0.1% |
| 0.885 | 24 | |
| 0.858 | 1 | < 0.1% |
| 0.85 | 2 | < 0.1% |
| 0.8455 | 1 | < 0.1% |
| 0.815 | 3 | < 0.1% |
| 0.78 | 1 | < 0.1% |
| 0.7675 | 1 | < 0.1% |
Rings
Real number (ℝ)
High correlation 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.6967941 |
| Minimum | 1 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 708.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 9 |
| Q3 | 11 |
| 95-th percentile | 16 |
| Maximum | 29 |
| Range | 28 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.1762209 |
|---|---|
| Coefficient of variation (CV) | 0.32755372 |
| Kurtosis | 2.6129342 |
| Mean | 9.6967941 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.204273 |
| Sum | 878675 |
| Variance | 10.088379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 17465 | |
| 8 | 14499 | |
| 10 | 12464 | |
| 7 | 9008 | |
| 11 | 8407 | |
| 6 | 5411 | 6.0% |
| 12 | 4719 | 5.2% |
| 13 | 4074 | 4.5% |
| 5 | 2862 | 3.2% |
| 14 | 2507 | 2.8% |
| Other values (18) | 9199 |
| Value | Count | Frequency (%) |
| 1 | 25 | < 0.1% |
| 2 | 29 | < 0.1% |
| 3 | 386 | 0.4% |
| 4 | 1402 | 1.5% |
| 5 | 2862 | 3.2% |
| 6 | 5411 | 6.0% |
| 7 | 9008 | |
| 8 | 14499 | |
| 9 | 17465 | |
| 10 | 12464 |
| Value | Count | Frequency (%) |
| 29 | 24 | < 0.1% |
| 27 | 41 | < 0.1% |
| 26 | 18 | < 0.1% |
| 25 | 22 | < 0.1% |
| 24 | 29 | < 0.1% |
| 23 | 180 | 0.2% |
| 22 | 108 | 0.1% |
| 21 | 255 | 0.3% |
| 20 | 507 | |
| 19 | 639 |
Interactions
Correlations
| Diameter | Height | Length | Rings | Sex | Shell weight | Whole weight | Whole weight.1 | Whole weight.2 | id | |
|---|---|---|---|---|---|---|---|---|---|---|
| Diameter | 1.000 | 0.921 | 0.985 | 0.720 | 0.486 | 0.962 | 0.978 | 0.961 | 0.962 | 0.004 |
| Height | 0.921 | 1.000 | 0.916 | 0.757 | 0.434 | 0.941 | 0.936 | 0.901 | 0.924 | 0.005 |
| Length | 0.985 | 0.916 | 1.000 | 0.708 | 0.480 | 0.956 | 0.976 | 0.964 | 0.961 | 0.005 |
| Rings | 0.720 | 0.757 | 0.708 | 1.000 | 0.410 | 0.787 | 0.736 | 0.662 | 0.724 | 0.003 |
| Sex | 0.486 | 0.434 | 0.480 | 0.410 | 1.000 | 0.496 | 0.496 | 0.470 | 0.496 | 0.008 |
| Shell weight | 0.962 | 0.941 | 0.956 | 0.787 | 0.496 | 1.000 | 0.974 | 0.934 | 0.955 | 0.005 |
| Whole weight | 0.978 | 0.936 | 0.976 | 0.736 | 0.496 | 0.974 | 1.000 | 0.977 | 0.980 | 0.005 |
| Whole weight.1 | 0.961 | 0.901 | 0.964 | 0.662 | 0.470 | 0.934 | 0.977 | 1.000 | 0.959 | 0.003 |
| Whole weight.2 | 0.962 | 0.924 | 0.961 | 0.724 | 0.496 | 0.955 | 0.980 | 0.959 | 1.000 | 0.004 |
| id | 0.004 | 0.005 | 0.005 | 0.003 | 0.008 | 0.005 | 0.005 | 0.003 | 0.004 | 1.000 |
Missing values
Sample
| id | Sex | Length | Diameter | Height | Whole weight | Whole weight.1 | Whole weight.2 | Shell weight | Rings | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | F | 0.550 | 0.430 | 0.150 | 0.7715 | 0.3285 | 0.1465 | 0.2400 | 11 |
| 1 | 1 | F | 0.630 | 0.490 | 0.145 | 1.1300 | 0.4580 | 0.2765 | 0.3200 | 11 |
| 2 | 2 | I | 0.160 | 0.110 | 0.025 | 0.0210 | 0.0055 | 0.0030 | 0.0050 | 6 |
| 3 | 3 | M | 0.595 | 0.475 | 0.150 | 0.9145 | 0.3755 | 0.2055 | 0.2500 | 10 |
| 4 | 4 | I | 0.555 | 0.425 | 0.130 | 0.7820 | 0.3695 | 0.1600 | 0.1975 | 9 |
| 5 | 5 | F | 0.610 | 0.480 | 0.170 | 1.2010 | 0.5335 | 0.3135 | 0.3085 | 10 |
| 6 | 6 | M | 0.415 | 0.325 | 0.110 | 0.3315 | 0.1655 | 0.0715 | 0.1300 | 9 |
| 7 | 7 | F | 0.610 | 0.490 | 0.150 | 1.1165 | 0.4955 | 0.2945 | 0.2950 | 9 |
| 8 | 8 | I | 0.205 | 0.150 | 0.040 | 0.0460 | 0.0145 | 0.0105 | 0.0100 | 4 |
| 9 | 9 | I | 0.565 | 0.425 | 0.125 | 0.6510 | 0.3795 | 0.1420 | 0.1800 | 8 |
| id | Sex | Length | Diameter | Height | Whole weight | Whole weight.1 | Whole weight.2 | Shell weight | Rings | |
|---|---|---|---|---|---|---|---|---|---|---|
| 90605 | 90605 | M | 0.560 | 0.450 | 0.155 | 0.9055 | 0.3925 | 0.1775 | 0.2800 | 9 |
| 90606 | 90606 | M | 0.575 | 0.450 | 0.165 | 1.0985 | 0.3765 | 0.2150 | 0.4000 | 14 |
| 90607 | 90607 | F | 0.555 | 0.425 | 0.155 | 0.8790 | 0.3410 | 0.2065 | 0.2500 | 10 |
| 90608 | 90608 | I | 0.350 | 0.265 | 0.075 | 0.1735 | 0.0760 | 0.0590 | 0.0525 | 6 |
| 90609 | 90609 | F | 0.650 | 0.525 | 0.185 | 1.7070 | 0.6605 | 0.3545 | 0.4735 | 14 |
| 90610 | 90610 | M | 0.335 | 0.235 | 0.075 | 0.1585 | 0.0685 | 0.0370 | 0.0450 | 6 |
| 90611 | 90611 | M | 0.555 | 0.425 | 0.150 | 0.8790 | 0.3865 | 0.1815 | 0.2400 | 9 |
| 90612 | 90612 | I | 0.435 | 0.330 | 0.095 | 0.3215 | 0.1510 | 0.0785 | 0.0815 | 6 |
| 90613 | 90613 | I | 0.345 | 0.270 | 0.075 | 0.2000 | 0.0980 | 0.0490 | 0.0700 | 6 |
| 90614 | 90614 | I | 0.425 | 0.325 | 0.100 | 0.3455 | 0.1525 | 0.0785 | 0.1050 | 8 |